Overview
Brought to you by YData
Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 50 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 19.1 KiB |
| Average record size in memory | 391.7 B |
Variable types
| Numeric | 14 |
|---|---|
| Text | 3 |
| Categorical | 2 |
| DateTime | 1 |
acousticness is highly overall correlated with energy and 1 other fields | High correlation |
danceability is highly overall correlated with valence | High correlation |
duration_minutes is highly overall correlated with duration_ms | High correlation |
duration_ms is highly overall correlated with duration_minutes | High correlation |
energy is highly overall correlated with acousticness and 1 other fields | High correlation |
explicit is highly overall correlated with speechiness | High correlation |
loudness is highly overall correlated with acousticness and 1 other fields | High correlation |
popularity is highly overall correlated with year | High correlation |
speechiness is highly overall correlated with explicit | High correlation |
valence is highly overall correlated with danceability | High correlation |
year is highly overall correlated with popularity | High correlation |
artists has unique values | Unique |
duration_ms has unique values | Unique |
duration_minutes has unique values | Unique |
energy has unique values | Unique |
id has unique values | Unique |
loudness has unique values | Unique |
name has unique values | Unique |
tempo has unique values | Unique |
valence has unique values | Unique |
instrumentalness has 16 (32.0%) zeros | Zeros |
key has 2 (4.0%) zeros | Zeros |
Reproduction
| Analysis started | 2025-05-05 04:31:43.448309 |
|---|---|
| Analysis finished | 2025-05-05 04:32:40.015720 |
| Duration | 56.57 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
acousticness
Real number (ℝ)
High correlation 
| Distinct | 48 |
|---|---|
| Distinct (%) | 96.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.21789345 |
| Minimum | 4.62 × 10-6 |
|---|---|
| Maximum | 0.939 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 532.0 B |
Quantile statistics
| Minimum | 4.62 × 10-6 |
|---|---|
| 5-th percentile | 0.0006639 |
| Q1 | 0.0147 |
| median | 0.0703 |
| Q3 | 0.33475 |
| 95-th percentile | 0.8597 |
| Maximum | 0.939 |
| Range | 0.93899538 |
| Interquartile range (IQR) | 0.32005 |
Descriptive statistics
| Standard deviation | 0.28180953 |
|---|---|
| Coefficient of variation (CV) | 1.2933364 |
| Kurtosis | 0.59018611 |
| Mean | 0.21789345 |
| Median Absolute Deviation (MAD) | 0.068958 |
| Skewness | 1.3370466 |
| Sum | 10.894673 |
| Variance | 0.079416611 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.866 | 2 | 4.0% |
| 0.0253 | 2 | 4.0% |
| 0.000402 | 1 | 2.0% |
| 0.0471 | 1 | 2.0% |
| 0.0985 | 1 | 2.0% |
| 0.335 | 1 | 2.0% |
| 0.00243 | 1 | 2.0% |
| 0.163 | 1 | 2.0% |
| 0.00393 | 1 | 2.0% |
| 0.692 | 1 | 2.0% |
| Other values (38) | 38 |
| Value | Count | Frequency (%) |
| 4.62 × 10-6 | 1 | |
| 0.000322 | 1 | |
| 0.000402 | 1 | |
| 0.000984 | 1 | |
| 0.0017 | 1 | |
| 0.00243 | 1 | |
| 0.00295 | 1 | |
| 0.00393 | 1 | |
| 0.00689 | 1 | |
| 0.00727 | 1 |
| Value | Count | Frequency (%) |
| 0.939 | 1 | |
| 0.866 | 2 | |
| 0.852 | 1 | |
| 0.779 | 1 | |
| 0.692 | 1 | |
| 0.65 | 1 | |
| 0.562 | 1 | |
| 0.445 | 1 | |
| 0.438 | 1 | |
| 0.428 | 1 |
artists
Text
Unique 
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 KiB |
Length
| Max length | 36 |
|---|---|
| Median length | 24 |
| Mean length | 18.12 |
| Min length | 10 |
Unique
| Unique | 50 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | ['Lil Wayne', 'Drake'] |
|---|---|
| 2nd row | ['blackbear'] |
| 3rd row | ['Lacuna Coil'] |
| 4th row | ['The Beach Boys'] |
| 5th row | ['In This Moment'] |
| Value | Count | Frequency (%) |
| the | 5 | 4.2% |
| lil | 2 | 1.7% |
| of | 2 | 1.7% |
| sons | 1 | 0.8% |
| 1 | 0.8% | |
| mumford | 1 | 0.8% |
| ocean | 1 | 0.8% |
| frank | 1 | 0.8% |
| jinjer | 1 | 0.8% |
| mary | 1 | 0.8% |
| Other values (104) | 104 |
Most occurring characters
| Value | Count | Frequency (%) |
| ' | 115 | 12.7% |
| 70 | 7.7% | |
| e | 62 | 6.8% |
| a | 53 | 5.8% |
| [ | 50 | 5.5% |
| ] | 50 | 5.5% |
| n | 43 | 4.7% |
| i | 40 | 4.4% |
| o | 33 | 3.6% |
| r | 32 | 3.5% |
| Other values (49) | 358 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 906 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| ' | 115 | 12.7% |
| 70 | 7.7% | |
| e | 62 | 6.8% |
| a | 53 | 5.8% |
| [ | 50 | 5.5% |
| ] | 50 | 5.5% |
| n | 43 | 4.7% |
| i | 40 | 4.4% |
| o | 33 | 3.6% |
| r | 32 | 3.5% |
| Other values (49) | 358 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 906 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| ' | 115 | 12.7% |
| 70 | 7.7% | |
| e | 62 | 6.8% |
| a | 53 | 5.8% |
| [ | 50 | 5.5% |
| ] | 50 | 5.5% |
| n | 43 | 4.7% |
| i | 40 | 4.4% |
| o | 33 | 3.6% |
| r | 32 | 3.5% |
| Other values (49) | 358 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 906 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| ' | 115 | 12.7% |
| 70 | 7.7% | |
| e | 62 | 6.8% |
| a | 53 | 5.8% |
| [ | 50 | 5.5% |
| ] | 50 | 5.5% |
| n | 43 | 4.7% |
| i | 40 | 4.4% |
| o | 33 | 3.6% |
| r | 32 | 3.5% |
| Other values (49) | 358 |
danceability
Real number (ℝ)
High correlation 
| Distinct | 49 |
|---|---|
| Distinct (%) | 98.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.58276 |
| Minimum | 0.137 |
|---|---|
| Maximum | 0.94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 532.0 B |
Quantile statistics
| Minimum | 0.137 |
|---|---|
| 5-th percentile | 0.33645 |
| Q1 | 0.417 |
| median | 0.584 |
| Q3 | 0.75775 |
| 95-th percentile | 0.86 |
| Maximum | 0.94 |
| Range | 0.803 |
| Interquartile range (IQR) | 0.34075 |
Descriptive statistics
| Standard deviation | 0.19480336 |
|---|---|
| Coefficient of variation (CV) | 0.33427717 |
| Kurtosis | -0.8158478 |
| Mean | 0.58276 |
| Median Absolute Deviation (MAD) | 0.1735 |
| Skewness | -0.17950754 |
| Sum | 29.138 |
| Variance | 0.037948349 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.364 | 2 | 4.0% |
| 0.746 | 1 | 2.0% |
| 0.613 | 1 | 2.0% |
| 0.36 | 1 | 2.0% |
| 0.794 | 1 | 2.0% |
| 0.548 | 1 | 2.0% |
| 0.705 | 1 | 2.0% |
| 0.353 | 1 | 2.0% |
| 0.648 | 1 | 2.0% |
| 0.327 | 1 | 2.0% |
| Other values (39) | 39 |
| Value | Count | Frequency (%) |
| 0.137 | 1 | |
| 0.181 | 1 | |
| 0.327 | 1 | |
| 0.348 | 1 | |
| 0.353 | 1 | |
| 0.359 | 1 | |
| 0.36 | 1 | |
| 0.364 | 2 | |
| 0.365 | 1 | |
| 0.397 | 1 |
| Value | Count | Frequency (%) |
| 0.94 | 1 | |
| 0.88 | 1 | |
| 0.878 | 1 | |
| 0.838 | 1 | |
| 0.818 | 1 | |
| 0.814 | 1 | |
| 0.805 | 1 | |
| 0.803 | 1 | |
| 0.796 | 1 | |
| 0.794 | 1 |
duration_ms
Real number (ℝ)
High correlation  Unique 
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 242780.58 |
| Minimum | 48480 |
|---|---|
| Maximum | 592920 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 532.0 B |
Quantile statistics
| Minimum | 48480 |
|---|---|
| 5-th percentile | 163753.45 |
| Q1 | 200486.75 |
| median | 223597 |
| Q3 | 266153.25 |
| 95-th percentile | 344061 |
| Maximum | 592920 |
| Range | 544440 |
| Interquartile range (IQR) | 65666.5 |
Descriptive statistics
| Standard deviation | 81564.666 |
|---|---|
| Coefficient of variation (CV) | 0.33596042 |
| Kurtosis | 6.7791164 |
| Mean | 242780.58 |
| Median Absolute Deviation (MAD) | 32686.5 |
| Skewness | 1.7739354 |
| Sum | 12139029 |
| Variance | 6.6527947 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 305840 | 1 | 2.0% |
| 220600 | 1 | 2.0% |
| 252093 | 1 | 2.0% |
| 262053 | 1 | 2.0% |
| 226154 | 1 | 2.0% |
| 205915 | 1 | 2.0% |
| 228733 | 1 | 2.0% |
| 355653 | 1 | 2.0% |
| 329893 | 1 | 2.0% |
| 207520 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 48480 | 1 | |
| 141293 | 1 | |
| 157606 | 1 | |
| 171267 | 1 | |
| 172507 | 1 | |
| 178080 | 1 | |
| 178493 | 1 | |
| 180000 | 1 | |
| 186440 | 1 | |
| 188120 | 1 |
| Value | Count | Frequency (%) |
| 592920 | 1 | |
| 453987 | 1 | |
| 355653 | 1 | |
| 329893 | 1 | |
| 327093 | 1 | |
| 314320 | 1 | |
| 309760 | 1 | |
| 307347 | 1 | |
| 305840 | 1 | |
| 305571 | 1 |
duration_minutes
Real number (ℝ)
High correlation  Unique 
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.046343 |
| Minimum | 0.808 |
|---|---|
| Maximum | 9.882 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 532.0 B |
Quantile statistics
| Minimum | 0.808 |
|---|---|
| 5-th percentile | 2.7292242 |
| Q1 | 3.3414458 |
| median | 3.7266167 |
| Q3 | 4.4358875 |
| 95-th percentile | 5.73435 |
| Maximum | 9.882 |
| Range | 9.074 |
| Interquartile range (IQR) | 1.0944417 |
Descriptive statistics
| Standard deviation | 1.3594111 |
|---|---|
| Coefficient of variation (CV) | 0.33596042 |
| Kurtosis | 6.7791164 |
| Mean | 4.046343 |
| Median Absolute Deviation (MAD) | 0.544775 |
| Skewness | 1.7739354 |
| Sum | 202.31715 |
| Variance | 1.8479985 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.097333333 | 1 | 2.0% |
| 3.676666667 | 1 | 2.0% |
| 4.20155 | 1 | 2.0% |
| 4.36755 | 1 | 2.0% |
| 3.769233333 | 1 | 2.0% |
| 3.431916667 | 1 | 2.0% |
| 3.812216667 | 1 | 2.0% |
| 5.92755 | 1 | 2.0% |
| 5.498216667 | 1 | 2.0% |
| 3.458666667 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 0.808 | 1 | |
| 2.354883333 | 1 | |
| 2.626766667 | 1 | |
| 2.85445 | 1 | |
| 2.875116667 | 1 | |
| 2.968 | 1 | |
| 2.974883333 | 1 | |
| 3 | 1 | |
| 3.107333333 | 1 | |
| 3.135333333 | 1 |
| Value | Count | Frequency (%) |
| 9.882 | 1 | |
| 7.56645 | 1 | |
| 5.92755 | 1 | |
| 5.498216667 | 1 | |
| 5.45155 | 1 | |
| 5.238666667 | 1 | |
| 5.162666667 | 1 | |
| 5.12245 | 1 | |
| 5.097333333 | 1 | |
| 5.09285 | 1 |
energy
Real number (ℝ)
High correlation  Unique 
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.63806 |
| Minimum | 0.104 |
|---|---|
| Maximum | 0.976 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 532.0 B |
Quantile statistics
| Minimum | 0.104 |
|---|---|
| 5-th percentile | 0.2125 |
| Q1 | 0.44625 |
| median | 0.6825 |
| Q3 | 0.836 |
| 95-th percentile | 0.95615 |
| Maximum | 0.976 |
| Range | 0.872 |
| Interquartile range (IQR) | 0.38975 |
Descriptive statistics
| Standard deviation | 0.24360728 |
|---|---|
| Coefficient of variation (CV) | 0.38179369 |
| Kurtosis | -0.6930285 |
| Mean | 0.63806 |
| Median Absolute Deviation (MAD) | 0.1725 |
| Skewness | -0.54962718 |
| Sum | 31.903 |
| Variance | 0.059344507 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.841 | 1 | 2.0% |
| 0.313 | 1 | 2.0% |
| 0.778 | 1 | 2.0% |
| 0.333 | 1 | 2.0% |
| 0.524 | 1 | 2.0% |
| 0.938 | 1 | 2.0% |
| 0.669 | 1 | 2.0% |
| 0.742 | 1 | 2.0% |
| 0.352 | 1 | 2.0% |
| 0.104 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 0.104 | 1 | |
| 0.143 | 1 | |
| 0.208 | 1 | |
| 0.218 | 1 | |
| 0.237 | 1 | |
| 0.245 | 1 | |
| 0.313 | 1 | |
| 0.333 | 1 | |
| 0.352 | 1 | |
| 0.405 | 1 |
| Value | Count | Frequency (%) |
| 0.976 | 1 | |
| 0.975 | 1 | |
| 0.971 | 1 | |
| 0.938 | 1 | |
| 0.934 | 1 | |
| 0.921 | 1 | |
| 0.917 | 1 | |
| 0.904 | 1 | |
| 0.899 | 1 | |
| 0.874 | 1 |
explicit
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 38 | |
| 1.0 | 12 | 24.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 38 | |
| 1.0 | 12 | 24.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 88 | |
| . | 50 | |
| 1 | 12 | 8.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 150 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 88 | |
| . | 50 | |
| 1 | 12 | 8.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 150 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 88 | |
| . | 50 | |
| 1 | 12 | 8.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 150 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 88 | |
| . | 50 | |
| 1 | 12 | 8.0% |
id
Text
Unique 
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.6 KiB |
Length
| Max length | 22 |
|---|---|
| Median length | 22 |
| Mean length | 22 |
| Min length | 22 |
Unique
| Unique | 50 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 5eEj1vkMIqtmvaTk7cS4UC |
|---|---|
| 2nd row | 0Cyui3k9S61bue3uMkBD9S |
| 3rd row | 71KtwiEpzcn9WxwlaS7ZJY |
| 4th row | 7tf64lNC31lWlTsih0nfZf |
| 5th row | 4Mpm64J9yqluKaOssgVQ9P |
| Value | Count | Frequency (%) |
| 5eej1vkmiqtmvatk7cs4uc | 1 | 2.0% |
| 1kdpwuua213r6m2wbwuaue | 1 | 2.0% |
| 6rkay9rk1ntfb94qxg3ljr | 1 | 2.0% |
| 71ktwiepzcn9wxwlas7zjy | 1 | 2.0% |
| 7tf64lnc31lwltsih0nfzf | 1 | 2.0% |
| 4mpm64j9yqlukaossgvq9p | 1 | 2.0% |
| 75e1eyhlzb3mqzqbcrmkln | 1 | 2.0% |
| 2s9nvnrau9wahywra0ou9m | 1 | 2.0% |
| 32c5of1paeu7ieebgilwao | 1 | 2.0% |
| 7racifpvu5vuhmqvbw2c1h | 1 | 2.0% |
| Other values (40) | 40 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 31 | 2.8% |
| 7 | 28 | 2.5% |
| 0 | 27 | 2.5% |
| 4 | 26 | 2.4% |
| 3 | 25 | 2.3% |
| 2 | 23 | 2.1% |
| F | 23 | 2.1% |
| U | 23 | 2.1% |
| r | 22 | 2.0% |
| E | 22 | 2.0% |
| Other values (52) | 850 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1100 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 31 | 2.8% |
| 7 | 28 | 2.5% |
| 0 | 27 | 2.5% |
| 4 | 26 | 2.4% |
| 3 | 25 | 2.3% |
| 2 | 23 | 2.1% |
| F | 23 | 2.1% |
| U | 23 | 2.1% |
| r | 22 | 2.0% |
| E | 22 | 2.0% |
| Other values (52) | 850 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1100 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 31 | 2.8% |
| 7 | 28 | 2.5% |
| 0 | 27 | 2.5% |
| 4 | 26 | 2.4% |
| 3 | 25 | 2.3% |
| 2 | 23 | 2.1% |
| F | 23 | 2.1% |
| U | 23 | 2.1% |
| r | 22 | 2.0% |
| E | 22 | 2.0% |
| Other values (52) | 850 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1100 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 31 | 2.8% |
| 7 | 28 | 2.5% |
| 0 | 27 | 2.5% |
| 4 | 26 | 2.4% |
| 3 | 25 | 2.3% |
| 2 | 23 | 2.1% |
| F | 23 | 2.1% |
| U | 23 | 2.1% |
| r | 22 | 2.0% |
| E | 22 | 2.0% |
| Other values (52) | 850 |
instrumentalness
Real number (ℝ)
Zeros 
| Distinct | 35 |
|---|---|
| Distinct (%) | 70.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.065135326 |
| Minimum | 0 |
|---|---|
| Maximum | 0.912 |
| Zeros | 16 |
| Zeros (%) | 32.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 532.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.815 × 10-5 |
| Q3 | 0.00050975 |
| 95-th percentile | 0.53605 |
| Maximum | 0.912 |
| Range | 0.912 |
| Interquartile range (IQR) | 0.00050975 |
Descriptive statistics
| Standard deviation | 0.2085659 |
|---|---|
| Coefficient of variation (CV) | 3.2020396 |
| Kurtosis | 11.800426 |
| Mean | 0.065135326 |
| Median Absolute Deviation (MAD) | 1.815 × 10-5 |
| Skewness | 3.5587258 |
| Sum | 3.2567663 |
| Variance | 0.043499733 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16 | |
| 7.4 × 10-5 | 1 | 2.0% |
| 3.41 × 10-6 | 1 | 2.0% |
| 0.266 | 1 | 2.0% |
| 0.912 | 1 | 2.0% |
| 1.02 × 10-5 | 1 | 2.0% |
| 0.000257 | 1 | 2.0% |
| 0.000123 | 1 | 2.0% |
| 0.219 | 1 | 2.0% |
| 1.09 × 10-6 | 1 | 2.0% |
| Other values (25) | 25 |
| Value | Count | Frequency (%) |
| 0 | 16 | |
| 1.09 × 10-6 | 1 | 2.0% |
| 3.37 × 10-6 | 1 | 2.0% |
| 3.41 × 10-6 | 1 | 2.0% |
| 4.38 × 10-6 | 1 | 2.0% |
| 4.43 × 10-6 | 1 | 2.0% |
| 4.95 × 10-6 | 1 | 2.0% |
| 4.98 × 10-6 | 1 | 2.0% |
| 1.02 × 10-5 | 1 | 2.0% |
| 1.08 × 10-5 | 1 | 2.0% |
| Value | Count | Frequency (%) |
| 0.912 | 1 | |
| 0.899 | 1 | |
| 0.757 | 1 | |
| 0.266 | 1 | |
| 0.219 | 1 | |
| 0.085 | 1 | |
| 0.0586 | 1 | |
| 0.027 | 1 | |
| 0.0218 | 1 | |
| 0.00613 | 1 |
key
Real number (ℝ)
Zeros 
| Distinct | 11 |
|---|---|
| Distinct (%) | 22.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.88 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 2 |
| Zeros (%) | 4.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 532.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5.25 |
| median | 7.5 |
| Q3 | 9 |
| 95-th percentile | 11 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 3.75 |
Descriptive statistics
| Standard deviation | 3.2365262 |
|---|---|
| Coefficient of variation (CV) | 0.47042532 |
| Kurtosis | -0.4469564 |
| Mean | 6.88 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.70048703 |
| Sum | 344 |
| Variance | 10.475102 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 7 | |
| 10 | 6 | |
| 11 | 6 | |
| 9 | 6 | |
| 7 | 6 | |
| 6 | 6 | |
| 1 | 4 | |
| 4 | 3 | |
| 0 | 2 | 4.0% |
| 5 | 2 | 4.0% |
| Value | Count | Frequency (%) |
| 0 | 2 | 4.0% |
| 1 | 4 | |
| 2 | 2 | 4.0% |
| 4 | 3 | |
| 5 | 2 | 4.0% |
| 6 | 6 | |
| 7 | 6 | |
| 8 | 7 | |
| 9 | 6 | |
| 10 | 6 |
| Value | Count | Frequency (%) |
| 11 | 6 | |
| 10 | 6 | |
| 9 | 6 | |
| 8 | 7 | |
| 7 | 6 | |
| 6 | 6 | |
| 5 | 2 | 4.0% |
| 4 | 3 | |
| 2 | 2 | 4.0% |
| 1 | 4 |
liveness
Real number (ℝ)
| Distinct | 48 |
|---|---|
| Distinct (%) | 96.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.176412 |
| Minimum | 0.0533 |
|---|---|
| Maximum | 0.791 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 532.0 B |
Quantile statistics
| Minimum | 0.0533 |
|---|---|
| 5-th percentile | 0.06828 |
| Q1 | 0.094475 |
| median | 0.1135 |
| Q3 | 0.2305 |
| 95-th percentile | 0.35465 |
| Maximum | 0.791 |
| Range | 0.7377 |
| Interquartile range (IQR) | 0.136025 |
Descriptive statistics
| Standard deviation | 0.13061574 |
|---|---|
| Coefficient of variation (CV) | 0.74040166 |
| Kurtosis | 8.8344642 |
| Mean | 0.176412 |
| Median Absolute Deviation (MAD) | 0.0353 |
| Skewness | 2.4406964 |
| Sum | 8.8206 |
| Variance | 0.017060471 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.109 | 2 | 4.0% |
| 0.106 | 2 | 4.0% |
| 0.242 | 1 | 2.0% |
| 0.268 | 1 | 2.0% |
| 0.356 | 1 | 2.0% |
| 0.114 | 1 | 2.0% |
| 0.11 | 1 | 2.0% |
| 0.353 | 1 | 2.0% |
| 0.0966 | 1 | 2.0% |
| 0.0846 | 1 | 2.0% |
| Other values (38) | 38 |
| Value | Count | Frequency (%) |
| 0.0533 | 1 | |
| 0.0629 | 1 | |
| 0.0681 | 1 | |
| 0.0685 | 1 | |
| 0.0745 | 1 | |
| 0.0819 | 1 | |
| 0.0821 | 1 | |
| 0.0846 | 1 | |
| 0.087 | 1 | |
| 0.0891 | 1 |
| Value | Count | Frequency (%) |
| 0.791 | 1 | |
| 0.407 | 1 | |
| 0.356 | 1 | |
| 0.353 | 1 | |
| 0.351 | 1 | |
| 0.328 | 1 | |
| 0.319 | 1 | |
| 0.309 | 1 | |
| 0.294 | 1 | |
| 0.275 | 1 |
loudness
Real number (ℝ)
High correlation  Unique 
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -6.99416 |
| Minimum | -19.801 |
|---|---|
| Maximum | 1.073 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 49 |
| Negative (%) | 98.0% |
| Memory size | 532.0 B |
Quantile statistics
| Minimum | -19.801 |
|---|---|
| 5-th percentile | -15.1459 |
| Q1 | -8.342 |
| median | -6.108 |
| Q3 | -4.6335 |
| 95-th percentile | -2.63355 |
| Maximum | 1.073 |
| Range | 20.874 |
| Interquartile range (IQR) | 3.7085 |
Descriptive statistics
| Standard deviation | 3.8138427 |
|---|---|
| Coefficient of variation (CV) | -0.5452896 |
| Kurtosis | 2.3788949 |
| Mean | -6.99416 |
| Median Absolute Deviation (MAD) | 1.6215 |
| Skewness | -1.2458259 |
| Sum | -349.708 |
| Variance | 14.545396 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -4.831 | 1 | 2.0% |
| -11.379 | 1 | 2.0% |
| -3.933 | 1 | 2.0% |
| -8.491 | 1 | 2.0% |
| -7.625 | 1 | 2.0% |
| -4.073 | 1 | 2.0% |
| -5.974 | 1 | 2.0% |
| -7.389 | 1 | 2.0% |
| -10.11 | 1 | 2.0% |
| -19.801 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| -19.801 | 1 | |
| -16.273 | 1 | |
| -15.235 | 1 | |
| -15.037 | 1 | |
| -12.333 | 1 | |
| -11.379 | 1 | |
| -10.47 | 1 | |
| -10.11 | 1 | |
| -9.835 | 1 | |
| -9.497 | 1 |
| Value | Count | Frequency (%) |
| 1.073 | 1 | |
| -1.892 | 1 | |
| -2.238 | 1 | |
| -3.117 | 1 | |
| -3.322 | 1 | |
| -3.903 | 1 | |
| -3.924 | 1 | |
| -3.933 | 1 | |
| -4.073 | 1 | |
| -4.258 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 34 | |
| 0.0 | 16 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 34 | |
| 0.0 | 16 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 66 | |
| . | 50 | |
| 1 | 34 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 150 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 66 | |
| . | 50 | |
| 1 | 34 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 150 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 66 | |
| . | 50 | |
| 1 | 34 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 150 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 66 | |
| . | 50 | |
| 1 | 34 |
name
Text
Unique 
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.3 KiB |
Length
| Max length | 38 |
|---|---|
| Median length | 24 |
| Mean length | 15.64 |
| Min length | 5 |
Unique
| Unique | 50 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | She Will |
|---|---|
| 2nd row | Girls Like U |
| 3rd row | Enjoy the Silence - cover version |
| 4th row | Good Vibrations |
| 5th row | Call Me |
| Value | Count | Frequency (%) |
| the | 8 | 5.1% |
| you | 4 | 2.6% |
| hush | 4 | 2.6% |
| 4 | 2.6% | |
| with | 3 | 1.9% |
| i'm | 3 | 1.9% |
| me | 3 | 1.9% |
| she | 2 | 1.3% |
| silence | 2 | 1.3% |
| i | 2 | 1.3% |
| Other values (115) | 121 |
Most occurring characters
| Value | Count | Frequency (%) |
| 106 | 13.6% | |
| e | 64 | 8.2% |
| o | 50 | 6.4% |
| a | 47 | 6.0% |
| i | 45 | 5.8% |
| n | 38 | 4.9% |
| t | 34 | 4.3% |
| r | 27 | 3.5% |
| s | 27 | 3.5% |
| l | 24 | 3.1% |
| Other values (47) | 320 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 782 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 106 | 13.6% | |
| e | 64 | 8.2% |
| o | 50 | 6.4% |
| a | 47 | 6.0% |
| i | 45 | 5.8% |
| n | 38 | 4.9% |
| t | 34 | 4.3% |
| r | 27 | 3.5% |
| s | 27 | 3.5% |
| l | 24 | 3.1% |
| Other values (47) | 320 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 782 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 106 | 13.6% | |
| e | 64 | 8.2% |
| o | 50 | 6.4% |
| a | 47 | 6.0% |
| i | 45 | 5.8% |
| n | 38 | 4.9% |
| t | 34 | 4.3% |
| r | 27 | 3.5% |
| s | 27 | 3.5% |
| l | 24 | 3.1% |
| Other values (47) | 320 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 782 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 106 | 13.6% | |
| e | 64 | 8.2% |
| o | 50 | 6.4% |
| a | 47 | 6.0% |
| i | 45 | 5.8% |
| n | 38 | 4.9% |
| t | 34 | 4.3% |
| r | 27 | 3.5% |
| s | 27 | 3.5% |
| l | 24 | 3.1% |
| Other values (47) | 320 |
popularity
Real number (ℝ)
High correlation 
| Distinct | 29 |
|---|---|
| Distinct (%) | 58.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.62 |
| Minimum | 36 |
|---|---|
| Maximum | 90 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 532.0 B |
Quantile statistics
| Minimum | 36 |
|---|---|
| 5-th percentile | 40 |
| Q1 | 45.25 |
| median | 53 |
| Q3 | 59 |
| 95-th percentile | 68.55 |
| Maximum | 90 |
| Range | 54 |
| Interquartile range (IQR) | 13.75 |
Descriptive statistics
| Standard deviation | 10.470347 |
|---|---|
| Coefficient of variation (CV) | 0.19526943 |
| Kurtosis | 1.9571043 |
| Mean | 53.62 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 1.0033142 |
| Sum | 2681 |
| Variance | 109.62816 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 44 | 4 | 8.0% |
| 50 | 3 | 6.0% |
| 40 | 3 | 6.0% |
| 61 | 3 | 6.0% |
| 59 | 3 | 6.0% |
| 51 | 2 | 4.0% |
| 48 | 2 | 4.0% |
| 53 | 2 | 4.0% |
| 54 | 2 | 4.0% |
| 41 | 2 | 4.0% |
| Other values (19) | 24 |
| Value | Count | Frequency (%) |
| 36 | 1 | 2.0% |
| 40 | 3 | |
| 41 | 2 | |
| 42 | 1 | 2.0% |
| 43 | 1 | 2.0% |
| 44 | 4 | |
| 45 | 1 | 2.0% |
| 46 | 1 | 2.0% |
| 48 | 2 | |
| 49 | 2 |
| Value | Count | Frequency (%) |
| 90 | 1 | 2.0% |
| 79 | 1 | 2.0% |
| 69 | 1 | 2.0% |
| 68 | 2 | |
| 65 | 1 | 2.0% |
| 64 | 1 | 2.0% |
| 62 | 1 | 2.0% |
| 61 | 3 | |
| 60 | 1 | 2.0% |
| 59 | 3 |
release_date
Date
| Distinct | 44 |
|---|---|
| Distinct (%) | 88.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 532.0 B |
| Minimum | 2000-01-01 00:00:00 |
|---|---|
| Maximum | 2020-06-12 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
speechiness
Real number (ℝ)
High correlation 
| Distinct | 49 |
|---|---|
| Distinct (%) | 98.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.084392 |
| Minimum | 0.0262 |
|---|---|
| Maximum | 0.411 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 532.0 B |
Quantile statistics
| Minimum | 0.0262 |
|---|---|
| 5-th percentile | 0.0285 |
| Q1 | 0.038975 |
| median | 0.0471 |
| Q3 | 0.09395 |
| 95-th percentile | 0.28055 |
| Maximum | 0.411 |
| Range | 0.3848 |
| Interquartile range (IQR) | 0.054975 |
Descriptive statistics
| Standard deviation | 0.08179838 |
|---|---|
| Coefficient of variation (CV) | 0.969267 |
| Kurtosis | 5.6103791 |
| Mean | 0.084392 |
| Median Absolute Deviation (MAD) | 0.01565 |
| Skewness | 2.3429221 |
| Sum | 4.2196 |
| Variance | 0.006690975 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0285 | 2 | 4.0% |
| 0.119 | 1 | 2.0% |
| 0.0902 | 1 | 2.0% |
| 0.0689 | 1 | 2.0% |
| 0.115 | 1 | 2.0% |
| 0.0535 | 1 | 2.0% |
| 0.0262 | 1 | 2.0% |
| 0.0393 | 1 | 2.0% |
| 0.0278 | 1 | 2.0% |
| 0.0371 | 1 | 2.0% |
| Other values (39) | 39 |
| Value | Count | Frequency (%) |
| 0.0262 | 1 | |
| 0.0278 | 1 | |
| 0.0285 | 2 | |
| 0.0302 | 1 | |
| 0.0303 | 1 | |
| 0.0324 | 1 | |
| 0.0333 | 1 | |
| 0.0357 | 1 | |
| 0.0359 | 1 | |
| 0.0371 | 1 |
| Value | Count | Frequency (%) |
| 0.411 | 1 | |
| 0.304 | 1 | |
| 0.281 | 1 | |
| 0.28 | 1 | |
| 0.203 | 1 | |
| 0.17 | 1 | |
| 0.146 | 1 | |
| 0.134 | 1 | |
| 0.122 | 1 | |
| 0.119 | 1 |
tempo
Real number (ℝ)
Unique 
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 120.79384 |
| Minimum | 74.53 |
|---|---|
| Maximum | 209.793 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 532.0 B |
Quantile statistics
| Minimum | 74.53 |
|---|---|
| 5-th percentile | 78.04635 |
| Q1 | 98.5605 |
| median | 118.775 |
| Q3 | 138.43975 |
| 95-th percentile | 170.1033 |
| Maximum | 209.793 |
| Range | 135.263 |
| Interquartile range (IQR) | 39.87925 |
Descriptive statistics
| Standard deviation | 29.16558 |
|---|---|
| Coefficient of variation (CV) | 0.24144924 |
| Kurtosis | 0.63832785 |
| Mean | 120.79384 |
| Median Absolute Deviation (MAD) | 20.9385 |
| Skewness | 0.59665998 |
| Sum | 6039.692 |
| Variance | 850.63108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100.14 | 1 | 2.0% |
| 82.004 | 1 | 2.0% |
| 129.483 | 1 | 2.0% |
| 74.53 | 1 | 2.0% |
| 130.122 | 1 | 2.0% |
| 155.038 | 1 | 2.0% |
| 118.539 | 1 | 2.0% |
| 79.033 | 1 | 2.0% |
| 121.459 | 1 | 2.0% |
| 97.279 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 74.53 | 1 | |
| 76.309 | 1 | |
| 78.009 | 1 | |
| 78.092 | 1 | |
| 79.033 | 1 | |
| 82.004 | 1 | |
| 88.377 | 1 | |
| 89.706 | 1 | |
| 89.989 | 1 | |
| 89.995 | 1 |
| Value | Count | Frequency (%) |
| 209.793 | 1 | |
| 180.068 | 1 | |
| 180.006 | 1 | |
| 158 | 1 | |
| 155.696 | 1 | |
| 155.038 | 1 | |
| 150.974 | 1 | |
| 145.166 | 1 | |
| 144.605 | 1 | |
| 142.998 | 1 |
valence
Real number (ℝ)
High correlation  Unique 
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.489166 |
| Minimum | 0.0366 |
|---|---|
| Maximum | 0.96 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 532.0 B |
Quantile statistics
| Minimum | 0.0366 |
|---|---|
| 5-th percentile | 0.1091 |
| Q1 | 0.27075 |
| median | 0.5025 |
| Q3 | 0.69925 |
| 95-th percentile | 0.94205 |
| Maximum | 0.96 |
| Range | 0.9234 |
| Interquartile range (IQR) | 0.4285 |
Descriptive statistics
| Standard deviation | 0.2675219 |
|---|---|
| Coefficient of variation (CV) | 0.5468939 |
| Kurtosis | -1.0463668 |
| Mean | 0.489166 |
| Median Absolute Deviation (MAD) | 0.2185 |
| Skewness | 0.13993097 |
| Sum | 24.4583 |
| Variance | 0.071567969 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0837 | 1 | 2.0% |
| 0.356 | 1 | 2.0% |
| 0.626 | 1 | 2.0% |
| 0.17 | 1 | 2.0% |
| 0.604 | 1 | 2.0% |
| 0.744 | 1 | 2.0% |
| 0.673 | 1 | 2.0% |
| 0.166 | 1 | 2.0% |
| 0.173 | 1 | 2.0% |
| 0.119 | 1 | 2.0% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 0.0366 | 1 | |
| 0.0837 | 1 | |
| 0.101 | 1 | |
| 0.119 | 1 | |
| 0.133 | 1 | |
| 0.148 | 1 | |
| 0.15 | 1 | |
| 0.166 | 1 | |
| 0.17 | 1 | |
| 0.173 | 1 |
| Value | Count | Frequency (%) |
| 0.96 | 1 | |
| 0.948 | 1 | |
| 0.947 | 1 | |
| 0.936 | 1 | |
| 0.884 | 1 | |
| 0.864 | 1 | |
| 0.851 | 1 | |
| 0.819 | 1 | |
| 0.791 | 1 | |
| 0.784 | 1 |
year
Real number (ℝ)
High correlation 
| Distinct | 16 |
|---|---|
| Distinct (%) | 32.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2009.1 |
| Minimum | 2000 |
|---|---|
| Maximum | 2020 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 532.0 B |
Quantile statistics
| Minimum | 2000 |
|---|---|
| 5-th percentile | 2000.45 |
| Q1 | 2004 |
| median | 2009 |
| Q3 | 2015 |
| 95-th percentile | 2019 |
| Maximum | 2020 |
| Range | 20 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 6.2507142 |
|---|---|
| Coefficient of variation (CV) | 0.0031112012 |
| Kurtosis | -1.2561891 |
| Mean | 2009.1 |
| Median Absolute Deviation (MAD) | 5.5 |
| Skewness | 0.15882228 |
| Sum | 100455 |
| Variance | 39.071429 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2016 | 5 | |
| 2009 | 5 | |
| 2006 | 4 | 8.0% |
| 2004 | 4 | 8.0% |
| 2001 | 4 | 8.0% |
| 2002 | 4 | 8.0% |
| 2005 | 3 | 6.0% |
| 2015 | 3 | 6.0% |
| 2000 | 3 | 6.0% |
| 2010 | 3 | 6.0% |
| Other values (6) | 12 |
| Value | Count | Frequency (%) |
| 2000 | 3 | |
| 2001 | 4 | |
| 2002 | 4 | |
| 2004 | 4 | |
| 2005 | 3 | |
| 2006 | 4 | |
| 2009 | 5 | |
| 2010 | 3 | |
| 2011 | 2 | 4.0% |
| 2012 | 2 | 4.0% |
| Value | Count | Frequency (%) |
| 2020 | 2 | 4.0% |
| 2019 | 2 | 4.0% |
| 2018 | 2 | 4.0% |
| 2016 | 5 | |
| 2015 | 3 | |
| 2014 | 2 | 4.0% |
| 2012 | 2 | 4.0% |
| 2011 | 2 | 4.0% |
| 2010 | 3 | |
| 2009 | 5 |
Interactions
Correlations
| acousticness | danceability | duration_minutes | duration_ms | energy | explicit | instrumentalness | key | liveness | loudness | mode | popularity | speechiness | tempo | valence | year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| acousticness | 1.000 | 0.016 | -0.050 | -0.050 | -0.734 | 0.000 | 0.217 | 0.051 | -0.182 | -0.552 | 0.000 | -0.126 | -0.354 | -0.044 | 0.011 | 0.012 |
| danceability | 0.016 | 1.000 | -0.059 | -0.059 | 0.022 | 0.000 | -0.057 | 0.184 | -0.019 | 0.141 | 0.000 | 0.197 | 0.318 | 0.005 | 0.619 | -0.009 |
| duration_minutes | -0.050 | -0.059 | 1.000 | 1.000 | -0.160 | 0.252 | -0.000 | -0.025 | 0.086 | -0.033 | 0.000 | 0.008 | -0.007 | -0.486 | -0.268 | 0.034 |
| duration_ms | -0.050 | -0.059 | 1.000 | 1.000 | -0.160 | 0.252 | -0.000 | -0.025 | 0.086 | -0.033 | 0.000 | 0.008 | -0.007 | -0.486 | -0.268 | 0.034 |
| energy | -0.734 | 0.022 | -0.160 | -0.160 | 1.000 | 0.000 | -0.323 | -0.036 | 0.093 | 0.802 | 0.000 | 0.036 | 0.235 | 0.112 | 0.288 | -0.081 |
| explicit | 0.000 | 0.000 | 0.252 | 0.252 | 0.000 | 1.000 | 0.000 | 0.225 | 0.295 | 0.000 | 0.000 | 0.000 | 0.617 | 0.288 | 0.000 | 0.000 |
| instrumentalness | 0.217 | -0.057 | -0.000 | -0.000 | -0.323 | 0.000 | 1.000 | -0.020 | -0.051 | -0.382 | 0.000 | 0.046 | -0.194 | 0.047 | -0.351 | 0.124 |
| key | 0.051 | 0.184 | -0.025 | -0.025 | -0.036 | 0.225 | -0.020 | 1.000 | 0.185 | 0.059 | 0.334 | 0.134 | -0.054 | 0.024 | 0.186 | 0.091 |
| liveness | -0.182 | -0.019 | 0.086 | 0.086 | 0.093 | 0.295 | -0.051 | 0.185 | 1.000 | 0.159 | 0.000 | -0.080 | 0.178 | 0.055 | 0.104 | -0.299 |
| loudness | -0.552 | 0.141 | -0.033 | -0.033 | 0.802 | 0.000 | -0.382 | 0.059 | 0.159 | 1.000 | 0.000 | 0.104 | 0.327 | 0.062 | 0.398 | -0.060 |
| mode | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.334 | 0.000 | 0.000 | 1.000 | 0.296 | 0.109 | 0.000 | 0.000 | 0.000 |
| popularity | -0.126 | 0.197 | 0.008 | 0.008 | 0.036 | 0.000 | 0.046 | 0.134 | -0.080 | 0.104 | 0.296 | 1.000 | -0.017 | 0.231 | 0.184 | 0.624 |
| speechiness | -0.354 | 0.318 | -0.007 | -0.007 | 0.235 | 0.617 | -0.194 | -0.054 | 0.178 | 0.327 | 0.109 | -0.017 | 1.000 | -0.027 | 0.204 | 0.075 |
| tempo | -0.044 | 0.005 | -0.486 | -0.486 | 0.112 | 0.288 | 0.047 | 0.024 | 0.055 | 0.062 | 0.000 | 0.231 | -0.027 | 1.000 | 0.056 | 0.339 |
| valence | 0.011 | 0.619 | -0.268 | -0.268 | 0.288 | 0.000 | -0.351 | 0.186 | 0.104 | 0.398 | 0.000 | 0.184 | 0.204 | 0.056 | 1.000 | -0.146 |
| year | 0.012 | -0.009 | 0.034 | 0.034 | -0.081 | 0.000 | 0.124 | 0.091 | -0.299 | -0.060 | 0.000 | 0.624 | 0.075 | 0.339 | -0.146 | 1.000 |
Missing values
Sample
| acousticness | artists | danceability | duration_ms | duration_minutes | energy | explicit | id | instrumentalness | key | liveness | loudness | mode | name | popularity | release_date | speechiness | tempo | valence | year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.000402 | ['Lil Wayne', 'Drake'] | 0.364 | 305840.0 | 5.097333 | 0.841 | 1.0 | 5eEj1vkMIqtmvaTk7cS4UC | 0.000000 | 8.0 | 0.2420 | -4.831 | 1.0 | She Will | 51.0 | 2011-01-01 | 0.1190 | 100.140 | 0.0837 | 2011.0 |
| 1 | 0.310000 | ['blackbear'] | 0.758 | 180000.0 | 3.000000 | 0.427 | 1.0 | 0Cyui3k9S61bue3uMkBD9S | 0.000000 | 10.0 | 0.1150 | -9.835 | 0.0 | Girls Like U | 56.0 | 2016-06-17 | 0.1130 | 139.911 | 0.4890 | 2016.0 |
| 2 | 0.000984 | ['Lacuna Coil'] | 0.503 | 245573.0 | 4.092883 | 0.667 | 0.0 | 71KtwiEpzcn9WxwlaS7ZJY | 0.027000 | 11.0 | 0.2290 | -6.831 | 0.0 | Enjoy the Silence - cover version | 55.0 | 2006 | 0.0285 | 113.018 | 0.1010 | 2006.0 |
| 3 | 0.334000 | ['The Beach Boys'] | 0.414 | 215827.0 | 3.597117 | 0.424 | 0.0 | 7tf64lNC31lWlTsih0nfZf | 0.000005 | 10.0 | 0.1310 | -9.497 | 1.0 | Good Vibrations | 46.0 | 2012-01-01 | 0.0399 | 132.430 | 0.3250 | 2012.0 |
| 4 | 0.001700 | ['In This Moment'] | 0.426 | 197627.0 | 3.293783 | 0.975 | 0.0 | 4Mpm64J9yqluKaOssgVQ9P | 0.000000 | 0.0 | 0.0891 | -1.892 | 1.0 | Call Me | 50.0 | 2009-04-10 | 0.0950 | 142.998 | 0.2730 | 2009.0 |
| 5 | 0.866000 | ['Anna Kendrick'] | 0.397 | 48480.0 | 0.808000 | 0.218 | 0.0 | 75e1EYhLzB3mQZQBcRmklN | 0.000025 | 9.0 | 0.0819 | -10.470 | 1.0 | The Sound Of Silence | 57.0 | 2016-09-23 | 0.0403 | 209.793 | 0.5670 | 2016.0 |
| 6 | 0.006890 | ['Boosie Badazz', 'Webbie', 'Bun B'] | 0.675 | 267520.0 | 4.458667 | 0.781 | 1.0 | 2s9NvnrAU9WahyWRa0Ou9m | 0.000000 | 8.0 | 0.3190 | -6.035 | 1.0 | Give Me That | 44.0 | 2005-05-17 | 0.2800 | 78.009 | 0.5360 | 2005.0 |
| 7 | 0.095600 | ['Jake Owen'] | 0.672 | 172507.0 | 2.875117 | 0.934 | 0.0 | 32C5of1pAeU7IeEbGiLWAo | 0.000000 | 7.0 | 0.1090 | -3.322 | 1.0 | Yee Haw | 49.0 | 2006-07-01 | 0.0333 | 129.123 | 0.9480 | 2006.0 |
| 8 | 0.650000 | ['Peter, Paul and Mary'] | 0.581 | 208560.0 | 3.476000 | 0.143 | 0.0 | 7raciFPVU5VuHmqVbw2c1h | 0.000000 | 9.0 | 0.1040 | -16.273 | 1.0 | Puff, the Magic Dragon - 2004 Remaster | 52.0 | 2005-08-23 | 0.0401 | 144.605 | 0.4690 | 2005.0 |
| 9 | 0.017400 | ['Jinjer'] | 0.600 | 305571.0 | 5.092850 | 0.849 | 0.0 | 1XT5VDdxwI2Bx01MxURMcz | 0.002050 | 9.0 | 0.0745 | -5.788 | 0.0 | Pisces | 50.0 | 2016-07-29 | 0.0376 | 140.002 | 0.2570 | 2016.0 |
| acousticness | artists | danceability | duration_ms | duration_minutes | energy | explicit | id | instrumentalness | key | liveness | loudness | mode | name | popularity | release_date | speechiness | tempo | valence | year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 40 | 0.007270 | ["Destiny's Child"] | 0.814 | 242013.0 | 4.033550 | 0.899 | 0.0 | 4dvQg9sD8k9y4qiEURuj8v | 0.219000 | 1.0 | 0.0979 | -5.958 | 1.0 | Lose My Breath | 57.0 | 2004-11-16 | 0.0637 | 119.011 | 0.545 | 2004.0 |
| 41 | 0.018500 | ['Wu-Tang Clan'] | 0.803 | 233640.0 | 3.894000 | 0.868 | 1.0 | 2YfYTyShcbMFFWaZQXKb5V | 0.000000 | 6.0 | 0.0821 | -3.903 | 1.0 | Rules | 45.0 | 2001-12-18 | 0.3040 | 95.514 | 0.936 | 2001.0 |
| 42 | 0.014600 | ['Eminem'] | 0.878 | 309760.0 | 5.162667 | 0.595 | 1.0 | 3xVtc7PB4V3AqAfq4Iahli | 0.000068 | 11.0 | 0.3280 | -3.924 | 0.0 | I'm Back | 59.0 | 2000-05-23 | 0.2030 | 89.995 | 0.851 | 2000.0 |
| 43 | 0.065600 | ['Third Day'] | 0.364 | 199760.0 | 3.329333 | 0.654 | 0.0 | 0P5qOLfYWTL1tEzCkTCjbE | 0.000000 | 2.0 | 0.2010 | -6.648 | 1.0 | Show Me Your Glory | 40.0 | 2001 | 0.0359 | 158.000 | 0.241 | 2001.0 |
| 44 | 0.031800 | ['6ix9ine', 'Nicki Minaj'] | 0.762 | 202667.0 | 3.377783 | 0.423 | 0.0 | 4HreNRemFIo8zi38IGFl7U | 0.000516 | 1.0 | 0.1090 | -8.649 | 1.0 | TROLLZ (with Nicki Minaj) | 68.0 | 2020-06-12 | 0.2810 | 180.068 | 0.430 | 2020.0 |
| 45 | 0.177000 | ['Regard'] | 0.880 | 157606.0 | 2.626767 | 0.751 | 0.0 | 2tnVG71enUj33Ic2nFN6kZ | 0.000064 | 7.0 | 0.1060 | -4.258 | 0.0 | Ride It | 90.0 | 2019-07-26 | 0.0874 | 117.948 | 0.884 | 2019.0 |
| 46 | 0.000005 | ['Five Finger Death Punch'] | 0.513 | 209493.0 | 3.491550 | 0.976 | 1.0 | 00cP5rqzL6ZrwMaqTEeGIN | 0.000340 | 11.0 | 0.1170 | -3.117 | 1.0 | Hard To See | 53.0 | 2009-09-22 | 0.1700 | 111.992 | 0.133 | 2009.0 |
| 47 | 0.562000 | ['Deitrick Haddon'] | 0.757 | 302000.0 | 5.033333 | 0.405 | 0.0 | 1I3v23MpvlCQQ7ugP7jkQ0 | 0.000004 | 8.0 | 0.2750 | -6.150 | 1.0 | Sinner's Prayer | 41.0 | 2002 | 0.0908 | 134.026 | 0.382 | 2002.0 |
| 48 | 0.445000 | ['Best Coast'] | 0.137 | 178080.0 | 2.968000 | 0.821 | 0.0 | 7Cb9fYGYtFaANCaqYEOCDC | 0.757000 | 7.0 | 0.3090 | -4.590 | 1.0 | When I'm With You | 49.0 | 2010-06-26 | 0.0548 | 145.166 | 0.306 | 2010.0 |
| 49 | 0.210000 | ['The xx'] | 0.940 | 188120.0 | 3.135333 | 0.208 | 0.0 | 4ORbUYpR6MDsJYTHh3xBWH | 0.085000 | 9.0 | 0.1050 | -15.235 | 0.0 | Basic Space | 44.0 | 2009-08-18 | 0.0853 | 115.872 | 0.148 | 2009.0 |